Title :
Realization of RRO-NRDPWT-based ECG signal compression with modified run-length coding
Author :
Wu, Tsung-Ching ; Hung, King-Chu ; Lee, Hsieh-Wei ; Ku, Cheng-Tung
Author_Institution :
Dept. Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Kaohsiung, Taiwan
Abstract :
With high compression performance, realization of wavelet-based data compression system is significant for multi-lead ECG signal recording. In this paper, we proposed a modified run-length coding (MRLC) algorithm associated with an efficient quantization scheme for the realization of a RRO-NRDPWT-based ECG data compression system. The MRLC has the characteristics of regularity and low computational complexity which make it a suitable for hardware implementation at a cost of compression performance. This compromise will be compensated by the new quantization scheme. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed scheme can be competitive comparing to other wavelet-based approaches in compression performance. In addition, the MRLC can improve traditional run-length coding by about 13%.
Keywords :
data compression; electrocardiography; encoding; medical signal processing; quantisation (signal); wavelet transforms; ECG signal compression; MIT-BIH arrhythmia database; RRO-NRDPWT based ECG data compression system; modified run length coding algorithm; multi lead ECG signal recording; nonrecursive discrete periodized wavelet transform; quantization scheme; round-off linear transformation; wavelet based data compression system; Computational complexity; Costs; Data compression; Data engineering; Electrocardiography; Hardware; Heart; Nonlinear distortion; Quantization; Rail to rail outputs; ECG; data compression; wavelet transform;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529944